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Colombia (COL) — local news analysis

Window R20260721_14d (2026-07-08 → 2026-07-21) · English BERTopic report on local A1 fulltext e5 embeddings

17761 articles
20 topics shown (of 85 formed)
5579 noise
overall silhouette 0.093

Bond-relevance filter (large market)

Showing 20 of 85 clusters that match sovereign / EMBI / fiscal / policy keywords. 65 clusters filtered out as lower bond-spread relevance.

Show filtered-out clusters (65)

These clusters were formed by BERTopic but excluded from the main bond-desk view (score < 1). Click to expand; maps show them in light grey as “filtered (non-bond)”.

IDLabel (EN)nShare Mean toneSilhouetteBond scoreKeywords
2short English theme max 12 words5993.4%-4.620.1320ice, maine, agentes, inmigracin, colombiano, aduanas, agente, servicio inmigracin
3ICE suspends traffic stops after fatal shooting in Maine5813.3%-5.120.1790ice, immigration, maine, enforcement, agents, shot, shooting, stops
7short English theme max 12 words4112.3%2.880.0030festival, msica, cultural, concierto, edicin, musical, programacin, artistas
8short English theme max 12 words3922.2%-4.740.0130polica, captura, autoridades, fueron, hurto, alias, capturados, uniformados
13short English theme max 12 words2301.3%-0.01-0.0000epa colombia, epa, redes, seguidores, masterchef, redes sociales, televisin, masterchef celebrity
18obras, cartagena, proyecto, metro1680.9%-0.120.0300obras, cartagena, proyecto, metro, infraestructura, obra, vial, corredor
19Theme: accidente, trnsito, accidente trnsito, siniestro, motocicleta, conductor, motociclista, choque1680.9%-5.020.0740accidente, trnsito, accidente trnsito, siniestro, motocicleta, conductor, motociclista, choque
20Theme: dlar, precio, divisa, dlar colombia, moneda, trm, precio dlar, mercado1660.9%-0.260.1990dlar, precio, divisa, dlar colombia, moneda, trm, precio dlar, mercado
22ice, ice ice, storage, media platform1500.8%-0.660.1040ice, ice ice, storage, media platform, user, pictures, provides, nasa
23Theme: mundial, suiza, final, armani, river, seleccin, arquero, penales1480.8%0.270.0220mundial, suiza, final, armani, river, seleccin, arquero, penales
24Theme: eps, salud, estados financieros, billones, financieros, sistema salud, deuda, medicamentos1440.8%-2.200.0811eps, salud, estados financieros, billones, financieros, sistema salud, deuda, medicamentos
25Theme: gastronoma, destinos, pueblos, destino, disfrutar, platos, tpicos, boyac1400.8%3.000.0590gastronoma, destinos, pueblos, destino, disfrutar, platos, tpicos, boyac
26contratos, contratacin, ecopetrol, irregularidades1340.8%-2.230.0131contratos, contratacin, ecopetrol, irregularidades, contralora, procuradura, presuntas, proceso
27tour, tour francia, francia, etapa1320.7%0.560.2040tour, tour francia, francia, etapa, pogacar, egan, tadej, bernal
28sorteo, lotera, ltimo sorteo, resultado1280.7%3.800.2620sorteo, lotera, ltimo sorteo, resultado, julio, ltimo, noche, ganadores
30Theme: manotas, adriana manotas, adriana, esttico, clnica, procedimiento, salud, bogot1180.7%-1.990.1680manotas, adriana manotas, adriana, esttico, clnica, procedimiento, salud, bogot
29Theme: incendio, salamanca, bomberos, isla salamanca, emergencia, isla, humo, forestal1180.7%-2.770.0820incendio, salamanca, bomberos, isla salamanca, emergencia, isla, humo, forestal
31bir, ile, kolombiya, cumhurbakan990.6%-0.940.0250bir, ile, kolombiya, cumhurbakan, yeni, kolombiyada, uluslararas, bakan
32Theme: shakira, dai, mundial, cantante, dai dai, final, artista, final mundial980.6%2.640.1160shakira, dai, mundial, cantante, dai dai, final, artista, final mundial
33Theme: arauca, lluvias, casanare, inundaciones, familias, emergencia, fuertes lluvias, afectadas970.5%-3.670.1610arauca, lluvias, casanare, inundaciones, familias, emergencia, fuertes lluvias, afectadas
35Theme: salud, cncer, enfermedades, enfermedad, casos, pacientes, sntomas, piel930.5%-0.960.0320salud, cncer, enfermedades, enfermedad, casos, pacientes, sntomas, piel
34Theme: ideam, lluvias, calor, temperaturas, clima, meteorologa, pronstico, hidrologa930.5%-0.700.1300ideam, lluvias, calor, temperaturas, clima, meteorologa, pronstico, hidrologa
36mujica, ayln, mauro, ayln mujica900.5%-2.170.3780mujica, ayln, mauro, ayln mujica, hijo, menndez, mauro menndez, actriz
38Theme: eln, choc, ejrcito, secuestradas, liberacin, departamento choc, secuestro, secuestrados880.5%-3.590.2100eln, choc, ejrcito, secuestradas, liberacin, departamento choc, secuestro, secuestrados
37OKI desak Kolombia batalkan rencana buka kedubes di Yerusalem880.5%0.100.1550israel, relaciones, jerusaln, embajada, saar, diplomticas, relaciones diplomticas, gaza
39virgen, chiquinquir, festivo, virgen carmen860.5%2.510.0260virgen, chiquinquir, festivo, virgen carmen, carmen, nuestra seora, rosario, seora
40newspaper, daily, sna, sat850.5%-1.890.0220newspaper, daily, sna, sat, moe, eln farc, fizike, cnn
41Theme: laboral, jornada laboral, horas, jornada, reduccin, horas semanales, reduccin jornada, semanales850.5%0.810.2140laboral, jornada laboral, horas, jornada, reduccin, horas semanales, reduccin jornada, semanales
42Theme: medallas, campeonato, oro, juegos, panamericano, bronce, centroamericanos, medalla810.5%3.020.0850medallas, campeonato, oro, juegos, panamericano, bronce, centroamericanos, medalla
43Theme: magnitud, epicentro, sismo, geolgico, temblor, profundidad, servicio geolgico, tsunami790.4%-1.300.1731magnitud, epicentro, sismo, geolgico, temblor, profundidad, servicio geolgico, tsunami
44Theme: vacantes, empleo, convocatoria, bogot, distrital, agencia distrital, auxiliares, talento780.4%2.810.0690vacantes, empleo, convocatoria, bogot, distrital, agencia distrital, auxiliares, talento
46Theme: zambada, mayo, mayo zambada, sinaloa, ismael, ismael mayo, cartel, crtel760.4%-5.180.1781zambada, mayo, mayo zambada, sinaloa, ismael, ismael mayo, cartel, crtel
47cortes, calle, trabajos, carrera740.4%-1.180.1510cortes, calle, trabajos, carrera, agua, servicio, luz, carrera carrera
49timochenko, londoo, rodrigo londoo, paz720.4%-0.990.0951timochenko, londoo, rodrigo londoo, paz, jep, rodrigo, farc, acuerdo paz
50Theme: inflacin, junio, anual, precios, dane, ipc, ndice precios, ndice720.4%-0.470.1161inflacin, junio, anual, precios, dane, ipc, ndice precios, ndice
51Theme: cine, pelculas, odisea, mejores, pelcula, cartelera, mostramos, estrenos690.4%0.410.1441cine, pelculas, odisea, mejores, pelcula, cartelera, mostramos, estrenos
52Inisiatif Beyond2020 dari Zayed Sustainability Prize Memperkuat Ketahanan Layanan Kesehatan bagi Leb690.4%4.460.1870gold, international, students, india, indonesia, yang, five, indian
53Theme: vivo, noticias, keiko, pitufo, pap pitufo, latina, pap, domingo julio690.4%-3.490.0680vivo, noticias, keiko, pitufo, pap pitufo, latina, pap, domingo julio
54pacto, pacto histrico, histrico, oposicin660.4%-0.160.1631pacto, pacto histrico, histrico, oposicin, petro, cepeda, bancada, partido
55quintero, daniel quintero, daniel, imputacin650.4%-3.840.1581quintero, daniel quintero, daniel, imputacin, miguel quintero, exalcalde, miguel, fiscala
56Theme: vuelos, aeropuerto, maiqueta, aerolnea, aeropuerto internacional, internacional, valencia, rutas620.3%0.200.1210vuelos, aeropuerto, maiqueta, aerolnea, aeropuerto internacional, internacional, valencia, rutas
58Theme: patinetas, elctricas, reglas, bicicletas, transporte, motos, vehculos, ministerio transporte560.3%-1.000.0581patinetas, elctricas, reglas, bicicletas, transporte, motos, vehculos, ministerio transporte
60bula, canciller, omar bula, omar540.3%0.460.1201bula, canciller, omar bula, omar, bula escobar, escobar, relaciones, relaciones exteriores
61atentar, atentar vida, plan, plan criminal530.3%-4.700.2310atentar, atentar vida, plan, plan criminal, equipo, presunto plan, plan atentar, inteligencia
62Theme: mayerly, soacha, rosa mayerly, mayerly olaya, olaya, feminicidio, rosa, homecenter530.3%-6.140.2800mayerly, soacha, rosa mayerly, mayerly olaya, olaya, feminicidio, rosa, homecenter
66Theme: colmbia, posse, eleito, presidente eleito, congresso, eleito colmbia, presidente, cerimnia520.3%-0.860.1361colmbia, posse, eleito, presidente eleito, congresso, eleito colmbia, presidente, cerimnia
67tren aragua, aragua, tren, inpec520.3%-7.650.1211tren aragua, aragua, tren, inpec, crcel, funcionarios, funcionarios inpec, penitenciario
64paz, comisionado, comisionado paz, eliminar520.3%-0.640.1890paz, comisionado, comisionado paz, eliminar, consejeras, consejera, presidencia, espriella
65Theme: colpensiones, pensional, traslado, rgimen, pensin, oportunidad, fondos privados, ventana520.3%-0.570.1440colpensiones, pensional, traslado, rgimen, pensin, oportunidad, fondos privados, ventana
68Theme: animales, perros, animal, perro, bogot, idpyba, maltrato, animales silvestres510.3%-0.230.0660animales, perros, animal, perro, bogot, idpyba, maltrato, animales silvestres
69Theme: irn, ataques, trump, ormuz, estrecho, estrecho ormuz, unidos, estados unidos500.3%-3.520.1530irn, ataques, trump, ormuz, estrecho, estrecho ormuz, unidos, estados unidos
74Theme: placa, pico placa, pico, placas, restriccin, placas terminadas, terminadas, particulares480.3%-0.570.2801placa, pico placa, pico, placas, restriccin, placas terminadas, terminadas, particulares
73Theme: elctricos, vehculos, vehculos elctricos, tesla, carros, uruguay, automotor, mercado480.3%1.420.0890elctricos, vehculos, vehculos elctricos, tesla, carros, uruguay, automotor, mercado
70Theme: santurbn, pramo, pramo santurbn, delimitacin, minera, ambiente, delimitacin pramo, oro480.3%-1.730.1790santurbn, pramo, pramo santurbn, delimitacin, minera, ambiente, delimitacin pramo, oro
71dilan, dilan cruz, cruz, tribunal480.3%-5.910.1760dilan, dilan cruz, cruz, tribunal, polica muerte, higuita, ren higuita, ren
72arboleda, ministra minas, mara nohem, nohem480.3%0.970.2980arboleda, ministra minas, mara nohem, nohem, minas, nohem arboleda, ministra, energa
75Theme: jep, jurisdiccin, jurisdiccin especial, especial paz, paz, paz jep, farc, especial450.3%-1.920.0901jep, jurisdiccin, jurisdiccin especial, especial paz, paz, paz jep, farc, especial
76zaa, charlie, charlie zaa, bienes450.3%-1.370.4151zaa, charlie, charlie zaa, bienes, auc, fiscala, cantante, autodefensas unidas
774 mobility moves to dance like Shakira – no matter your age440.2%3.080.2110karol, rose, elena rose, tropitour, elena, viajando mundo, viajando, mundo tropitour
78gestin, noticias julio, mundo, irn440.2%-3.810.0940gestin, noticias julio, mundo, irn, eeuu, china, trump, venezuela
81Theme: bid, interamericano desarrollo, banco interamericano, interamericano, desarrollo bid, millones, banco, keralty430.2%0.710.1411bid, interamericano desarrollo, banco interamericano, interamericano, desarrollo bid, millones, banco, keralty
79Theme: coral, beto, beto coral, activista, deportado, vuelo, estados unidos, unidos430.2%-2.500.3410coral, beto, beto coral, activista, deportado, vuelo, estados unidos, unidos
82Theme: jhon, galatasaray, iin, duran, kolombiyal, benfica, bir, milyon410.2%1.070.1960jhon, galatasaray, iin, duran, kolombiyal, benfica, bir, milyon
83ochoa, hctor, compositor, camino410.2%0.720.2010ochoa, hctor, compositor, camino, msica, msica colombiana, falleci, luto
84graham, lindsey graham, lindsey, senador400.2%-7.260.0041graham, lindsey graham, lindsey, senador, muerte senador, republicano, senador lindsey, aliado

Cluster 2: short English theme max 12 words

n=599 · share 3.4% · mean tone -4.62 · silhouette 0.132 · bond score 0

Keywords: ice, maine, agentes, inmigracin, colombiano, aduanas, agente, servicio inmigracin

Representative articles

Cluster 3: ICE suspends traffic stops after fatal shooting in Maine

n=581 · share 3.3% · mean tone -5.12 · silhouette 0.179 · bond score 0

Keywords: ice, immigration, maine, enforcement, agents, shot, shooting, stops

Representative articles

Cluster 7: short English theme max 12 words

n=411 · share 2.3% · mean tone 2.88 · silhouette 0.003 · bond score 0

Keywords: festival, msica, cultural, concierto, edicin, musical, programacin, artistas

Representative articles

Cluster 8: short English theme max 12 words

n=392 · share 2.2% · mean tone -4.74 · silhouette 0.013 · bond score 0

Keywords: polica, captura, autoridades, fueron, hurto, alias, capturados, uniformados

Representative articles

Cluster 13: short English theme max 12 words

n=230 · share 1.3% · mean tone -0.01 · silhouette -0.000 · bond score 0

Keywords: epa colombia, epa, redes, seguidores, masterchef, redes sociales, televisin, masterchef celebrity

Representative articles

Cluster 18: obras, cartagena, proyecto, metro

n=168 · share 0.9% · mean tone -0.12 · silhouette 0.030 · bond score 0

Keywords: obras, cartagena, proyecto, metro, infraestructura, obra, vial, corredor

Representative articles

Cluster 19: Theme: accidente, trnsito, accidente trnsito, siniestro, motocicleta, conductor, motociclista, choque

n=168 · share 0.9% · mean tone -5.02 · silhouette 0.074 · bond score 0

Keywords: accidente, trnsito, accidente trnsito, siniestro, motocicleta, conductor, motociclista, choque

Representative articles

Cluster 20: Theme: dlar, precio, divisa, dlar colombia, moneda, trm, precio dlar, mercado

n=166 · share 0.9% · mean tone -0.26 · silhouette 0.199 · bond score 0

Keywords: dlar, precio, divisa, dlar colombia, moneda, trm, precio dlar, mercado

Representative articles

Cluster 22: ice, ice ice, storage, media platform

n=150 · share 0.8% · mean tone -0.66 · silhouette 0.104 · bond score 0

Keywords: ice, ice ice, storage, media platform, user, pictures, provides, nasa

Representative articles

Cluster 23: Theme: mundial, suiza, final, armani, river, seleccin, arquero, penales

n=148 · share 0.8% · mean tone 0.27 · silhouette 0.022 · bond score 0

Keywords: mundial, suiza, final, armani, river, seleccin, arquero, penales

Representative articles

Cluster 24: Theme: eps, salud, estados financieros, billones, financieros, sistema salud, deuda, medicamentos

n=144 · share 0.8% · mean tone -2.20 · silhouette 0.081 · bond score 1

Keywords: eps, salud, estados financieros, billones, financieros, sistema salud, deuda, medicamentos

Representative articles

Cluster 25: Theme: gastronoma, destinos, pueblos, destino, disfrutar, platos, tpicos, boyac

n=140 · share 0.8% · mean tone 3.00 · silhouette 0.059 · bond score 0

Keywords: gastronoma, destinos, pueblos, destino, disfrutar, platos, tpicos, boyac

Representative articles

Cluster 26: contratos, contratacin, ecopetrol, irregularidades

n=134 · share 0.8% · mean tone -2.23 · silhouette 0.013 · bond score 1

Keywords: contratos, contratacin, ecopetrol, irregularidades, contralora, procuradura, presuntas, proceso

Representative articles

Cluster 27: tour, tour francia, francia, etapa

n=132 · share 0.7% · mean tone 0.56 · silhouette 0.204 · bond score 0

Keywords: tour, tour francia, francia, etapa, pogacar, egan, tadej, bernal

Representative articles

Cluster 28: sorteo, lotera, ltimo sorteo, resultado

n=128 · share 0.7% · mean tone 3.80 · silhouette 0.262 · bond score 0

Keywords: sorteo, lotera, ltimo sorteo, resultado, julio, ltimo, noche, ganadores

Representative articles

Cluster 30: Theme: manotas, adriana manotas, adriana, esttico, clnica, procedimiento, salud, bogot

n=118 · share 0.7% · mean tone -1.99 · silhouette 0.168 · bond score 0

Keywords: manotas, adriana manotas, adriana, esttico, clnica, procedimiento, salud, bogot

Representative articles

Cluster 29: Theme: incendio, salamanca, bomberos, isla salamanca, emergencia, isla, humo, forestal

n=118 · share 0.7% · mean tone -2.77 · silhouette 0.082 · bond score 0

Keywords: incendio, salamanca, bomberos, isla salamanca, emergencia, isla, humo, forestal

Representative articles

Cluster 31: bir, ile, kolombiya, cumhurbakan

n=99 · share 0.6% · mean tone -0.94 · silhouette 0.025 · bond score 0

Keywords: bir, ile, kolombiya, cumhurbakan, yeni, kolombiyada, uluslararas, bakan

Representative articles

Cluster 32: Theme: shakira, dai, mundial, cantante, dai dai, final, artista, final mundial

n=98 · share 0.6% · mean tone 2.64 · silhouette 0.116 · bond score 0

Keywords: shakira, dai, mundial, cantante, dai dai, final, artista, final mundial

Representative articles

Cluster 33: Theme: arauca, lluvias, casanare, inundaciones, familias, emergencia, fuertes lluvias, afectadas

n=97 · share 0.5% · mean tone -3.67 · silhouette 0.161 · bond score 0

Keywords: arauca, lluvias, casanare, inundaciones, familias, emergencia, fuertes lluvias, afectadas

Representative articles

Cluster 35: Theme: salud, cncer, enfermedades, enfermedad, casos, pacientes, sntomas, piel

n=93 · share 0.5% · mean tone -0.96 · silhouette 0.032 · bond score 0

Keywords: salud, cncer, enfermedades, enfermedad, casos, pacientes, sntomas, piel

Representative articles

Cluster 34: Theme: ideam, lluvias, calor, temperaturas, clima, meteorologa, pronstico, hidrologa

n=93 · share 0.5% · mean tone -0.70 · silhouette 0.130 · bond score 0

Keywords: ideam, lluvias, calor, temperaturas, clima, meteorologa, pronstico, hidrologa

Representative articles

Cluster 36: mujica, ayln, mauro, ayln mujica

n=90 · share 0.5% · mean tone -2.17 · silhouette 0.378 · bond score 0

Keywords: mujica, ayln, mauro, ayln mujica, hijo, menndez, mauro menndez, actriz

Representative articles

Cluster 38: Theme: eln, choc, ejrcito, secuestradas, liberacin, departamento choc, secuestro, secuestrados

n=88 · share 0.5% · mean tone -3.59 · silhouette 0.210 · bond score 0

Keywords: eln, choc, ejrcito, secuestradas, liberacin, departamento choc, secuestro, secuestrados

Representative articles

Cluster 37: OKI desak Kolombia batalkan rencana buka kedubes di Yerusalem

n=88 · share 0.5% · mean tone 0.10 · silhouette 0.155 · bond score 0

Keywords: israel, relaciones, jerusaln, embajada, saar, diplomticas, relaciones diplomticas, gaza

Representative articles

Cluster 39: virgen, chiquinquir, festivo, virgen carmen

n=86 · share 0.5% · mean tone 2.51 · silhouette 0.026 · bond score 0

Keywords: virgen, chiquinquir, festivo, virgen carmen, carmen, nuestra seora, rosario, seora

Representative articles

Cluster 40: newspaper, daily, sna, sat

n=85 · share 0.5% · mean tone -1.89 · silhouette 0.022 · bond score 0

Keywords: newspaper, daily, sna, sat, moe, eln farc, fizike, cnn

Representative articles

Cluster 41: Theme: laboral, jornada laboral, horas, jornada, reduccin, horas semanales, reduccin jornada, semanales

n=85 · share 0.5% · mean tone 0.81 · silhouette 0.214 · bond score 0

Keywords: laboral, jornada laboral, horas, jornada, reduccin, horas semanales, reduccin jornada, semanales

Representative articles

Cluster 42: Theme: medallas, campeonato, oro, juegos, panamericano, bronce, centroamericanos, medalla

n=81 · share 0.5% · mean tone 3.02 · silhouette 0.085 · bond score 0

Keywords: medallas, campeonato, oro, juegos, panamericano, bronce, centroamericanos, medalla

Representative articles

Cluster 43: Theme: magnitud, epicentro, sismo, geolgico, temblor, profundidad, servicio geolgico, tsunami

n=79 · share 0.4% · mean tone -1.30 · silhouette 0.173 · bond score 1

Keywords: magnitud, epicentro, sismo, geolgico, temblor, profundidad, servicio geolgico, tsunami

Representative articles

Cluster 44: Theme: vacantes, empleo, convocatoria, bogot, distrital, agencia distrital, auxiliares, talento

n=78 · share 0.4% · mean tone 2.81 · silhouette 0.069 · bond score 0

Keywords: vacantes, empleo, convocatoria, bogot, distrital, agencia distrital, auxiliares, talento

Representative articles

Cluster 46: Theme: zambada, mayo, mayo zambada, sinaloa, ismael, ismael mayo, cartel, crtel

n=76 · share 0.4% · mean tone -5.18 · silhouette 0.178 · bond score 1

Keywords: zambada, mayo, mayo zambada, sinaloa, ismael, ismael mayo, cartel, crtel

Representative articles

Cluster 47: cortes, calle, trabajos, carrera

n=74 · share 0.4% · mean tone -1.18 · silhouette 0.151 · bond score 0

Keywords: cortes, calle, trabajos, carrera, agua, servicio, luz, carrera carrera

Representative articles

Cluster 49: timochenko, londoo, rodrigo londoo, paz

n=72 · share 0.4% · mean tone -0.99 · silhouette 0.095 · bond score 1

Keywords: timochenko, londoo, rodrigo londoo, paz, jep, rodrigo, farc, acuerdo paz

Representative articles

Cluster 50: Theme: inflacin, junio, anual, precios, dane, ipc, ndice precios, ndice

n=72 · share 0.4% · mean tone -0.47 · silhouette 0.116 · bond score 1

Keywords: inflacin, junio, anual, precios, dane, ipc, ndice precios, ndice

Representative articles

Cluster 51: Theme: cine, pelculas, odisea, mejores, pelcula, cartelera, mostramos, estrenos

n=69 · share 0.4% · mean tone 0.41 · silhouette 0.144 · bond score 1

Keywords: cine, pelculas, odisea, mejores, pelcula, cartelera, mostramos, estrenos

Representative articles

Cluster 52: Inisiatif Beyond2020 dari Zayed Sustainability Prize Memperkuat Ketahanan Layanan Kesehatan bagi Leb

n=69 · share 0.4% · mean tone 4.46 · silhouette 0.187 · bond score 0

Keywords: gold, international, students, india, indonesia, yang, five, indian

Representative articles

Cluster 53: Theme: vivo, noticias, keiko, pitufo, pap pitufo, latina, pap, domingo julio

n=69 · share 0.4% · mean tone -3.49 · silhouette 0.068 · bond score 0

Keywords: vivo, noticias, keiko, pitufo, pap pitufo, latina, pap, domingo julio

Representative articles

Cluster 54: pacto, pacto histrico, histrico, oposicin

n=66 · share 0.4% · mean tone -0.16 · silhouette 0.163 · bond score 1

Keywords: pacto, pacto histrico, histrico, oposicin, petro, cepeda, bancada, partido

Representative articles

Cluster 55: quintero, daniel quintero, daniel, imputacin

n=65 · share 0.4% · mean tone -3.84 · silhouette 0.158 · bond score 1

Keywords: quintero, daniel quintero, daniel, imputacin, miguel quintero, exalcalde, miguel, fiscala

Representative articles

Cluster 56: Theme: vuelos, aeropuerto, maiqueta, aerolnea, aeropuerto internacional, internacional, valencia, rutas

n=62 · share 0.3% · mean tone 0.20 · silhouette 0.121 · bond score 0

Keywords: vuelos, aeropuerto, maiqueta, aerolnea, aeropuerto internacional, internacional, valencia, rutas

Representative articles

Cluster 58: Theme: patinetas, elctricas, reglas, bicicletas, transporte, motos, vehculos, ministerio transporte

n=56 · share 0.3% · mean tone -1.00 · silhouette 0.058 · bond score 1

Keywords: patinetas, elctricas, reglas, bicicletas, transporte, motos, vehculos, ministerio transporte

Representative articles

Cluster 60: bula, canciller, omar bula, omar

n=54 · share 0.3% · mean tone 0.46 · silhouette 0.120 · bond score 1

Keywords: bula, canciller, omar bula, omar, bula escobar, escobar, relaciones, relaciones exteriores

Representative articles

Cluster 61: atentar, atentar vida, plan, plan criminal

n=53 · share 0.3% · mean tone -4.70 · silhouette 0.231 · bond score 0

Keywords: atentar, atentar vida, plan, plan criminal, equipo, presunto plan, plan atentar, inteligencia

Representative articles

Cluster 62: Theme: mayerly, soacha, rosa mayerly, mayerly olaya, olaya, feminicidio, rosa, homecenter

n=53 · share 0.3% · mean tone -6.14 · silhouette 0.280 · bond score 0

Keywords: mayerly, soacha, rosa mayerly, mayerly olaya, olaya, feminicidio, rosa, homecenter

Representative articles

Cluster 66: Theme: colmbia, posse, eleito, presidente eleito, congresso, eleito colmbia, presidente, cerimnia

n=52 · share 0.3% · mean tone -0.86 · silhouette 0.136 · bond score 1

Keywords: colmbia, posse, eleito, presidente eleito, congresso, eleito colmbia, presidente, cerimnia

Representative articles

Cluster 67: tren aragua, aragua, tren, inpec

n=52 · share 0.3% · mean tone -7.65 · silhouette 0.121 · bond score 1

Keywords: tren aragua, aragua, tren, inpec, crcel, funcionarios, funcionarios inpec, penitenciario

Representative articles

Cluster 64: paz, comisionado, comisionado paz, eliminar

n=52 · share 0.3% · mean tone -0.64 · silhouette 0.189 · bond score 0

Keywords: paz, comisionado, comisionado paz, eliminar, consejeras, consejera, presidencia, espriella

Representative articles

Cluster 65: Theme: colpensiones, pensional, traslado, rgimen, pensin, oportunidad, fondos privados, ventana

n=52 · share 0.3% · mean tone -0.57 · silhouette 0.144 · bond score 0

Keywords: colpensiones, pensional, traslado, rgimen, pensin, oportunidad, fondos privados, ventana

Representative articles

Cluster 68: Theme: animales, perros, animal, perro, bogot, idpyba, maltrato, animales silvestres

n=51 · share 0.3% · mean tone -0.23 · silhouette 0.066 · bond score 0

Keywords: animales, perros, animal, perro, bogot, idpyba, maltrato, animales silvestres

Representative articles

Cluster 69: Theme: irn, ataques, trump, ormuz, estrecho, estrecho ormuz, unidos, estados unidos

n=50 · share 0.3% · mean tone -3.52 · silhouette 0.153 · bond score 0

Keywords: irn, ataques, trump, ormuz, estrecho, estrecho ormuz, unidos, estados unidos

Representative articles

Cluster 74: Theme: placa, pico placa, pico, placas, restriccin, placas terminadas, terminadas, particulares

n=48 · share 0.3% · mean tone -0.57 · silhouette 0.280 · bond score 1

Keywords: placa, pico placa, pico, placas, restriccin, placas terminadas, terminadas, particulares

Representative articles

Cluster 73: Theme: elctricos, vehculos, vehculos elctricos, tesla, carros, uruguay, automotor, mercado

n=48 · share 0.3% · mean tone 1.42 · silhouette 0.089 · bond score 0

Keywords: elctricos, vehculos, vehculos elctricos, tesla, carros, uruguay, automotor, mercado

Representative articles

Cluster 70: Theme: santurbn, pramo, pramo santurbn, delimitacin, minera, ambiente, delimitacin pramo, oro

n=48 · share 0.3% · mean tone -1.73 · silhouette 0.179 · bond score 0

Keywords: santurbn, pramo, pramo santurbn, delimitacin, minera, ambiente, delimitacin pramo, oro

Representative articles

Cluster 71: dilan, dilan cruz, cruz, tribunal

n=48 · share 0.3% · mean tone -5.91 · silhouette 0.176 · bond score 0

Keywords: dilan, dilan cruz, cruz, tribunal, polica muerte, higuita, ren higuita, ren

Representative articles

Cluster 72: arboleda, ministra minas, mara nohem, nohem

n=48 · share 0.3% · mean tone 0.97 · silhouette 0.298 · bond score 0

Keywords: arboleda, ministra minas, mara nohem, nohem, minas, nohem arboleda, ministra, energa

Representative articles

Cluster 75: Theme: jep, jurisdiccin, jurisdiccin especial, especial paz, paz, paz jep, farc, especial

n=45 · share 0.3% · mean tone -1.92 · silhouette 0.090 · bond score 1

Keywords: jep, jurisdiccin, jurisdiccin especial, especial paz, paz, paz jep, farc, especial

Representative articles

Cluster 76: zaa, charlie, charlie zaa, bienes

n=45 · share 0.3% · mean tone -1.37 · silhouette 0.415 · bond score 1

Keywords: zaa, charlie, charlie zaa, bienes, auc, fiscala, cantante, autodefensas unidas

Representative articles

Cluster 77: 4 mobility moves to dance like Shakira – no matter your age

n=44 · share 0.2% · mean tone 3.08 · silhouette 0.211 · bond score 0

Keywords: karol, rose, elena rose, tropitour, elena, viajando mundo, viajando, mundo tropitour

Representative articles

Cluster 78: gestin, noticias julio, mundo, irn

n=44 · share 0.2% · mean tone -3.81 · silhouette 0.094 · bond score 0

Keywords: gestin, noticias julio, mundo, irn, eeuu, china, trump, venezuela

Representative articles

Cluster 81: Theme: bid, interamericano desarrollo, banco interamericano, interamericano, desarrollo bid, millones, banco, keralty

n=43 · share 0.2% · mean tone 0.71 · silhouette 0.141 · bond score 1

Keywords: bid, interamericano desarrollo, banco interamericano, interamericano, desarrollo bid, millones, banco, keralty

Representative articles

Cluster 79: Theme: coral, beto, beto coral, activista, deportado, vuelo, estados unidos, unidos

n=43 · share 0.2% · mean tone -2.50 · silhouette 0.341 · bond score 0

Keywords: coral, beto, beto coral, activista, deportado, vuelo, estados unidos, unidos

Representative articles

Cluster 82: Theme: jhon, galatasaray, iin, duran, kolombiyal, benfica, bir, milyon

n=41 · share 0.2% · mean tone 1.07 · silhouette 0.196 · bond score 0

Keywords: jhon, galatasaray, iin, duran, kolombiyal, benfica, bir, milyon

Representative articles

Cluster 83: ochoa, hctor, compositor, camino

n=41 · share 0.2% · mean tone 0.72 · silhouette 0.201 · bond score 0

Keywords: ochoa, hctor, compositor, camino, msica, msica colombiana, falleci, luto

Representative articles

Cluster 84: graham, lindsey graham, lindsey, senador

n=40 · share 0.2% · mean tone -7.26 · silhouette 0.004 · bond score 1

Keywords: graham, lindsey graham, lindsey, senador, muerte senador, republicano, senador lindsey, aliado

Representative articles

2D embedding map

UMAP (cosine) of article embeddings; colours match cluster ids. Filtered non-bond clusters appear light grey when the bond filter is active.

2D embedding map

Cluster size distribution

cluster sizes

Silhouette score by cluster

silhouette by cluster

Topics (bond-relevant, English)

IDLabel (EN)nShare Mean toneSilhouetteBond scoreKeywords
0short English theme max 12 words6483.6%-2.220.0091petro, gustavo, gustavo petro, presidente, espriella, abelardo, empalme, abelardo espriella
1short English theme max 12 words6353.6%-1.640.0281poltica, democracia, estado, poder, presidente, historia, sino, constitucin
4Short English theme max 12 words5423.1%0.280.0344senado, congreso, centro democrtico, democrtico, deluque, henrquez, honorio, partido
5short English theme max 12 words4512.5%-0.20-0.0021july, world, market, latin, international, free, across, american
6short English theme max 12 words4312.4%0.110.0081espriella, abelardo, abelardo espriella, electo, presidente electo, ministros, presidente, gabinete
9Short English theme max 12 words3592.0%-2.010.0231venezuela, terremotos, terremoto, guaira, humanitaria, junio, rodrguez, ayuda
10short English theme max 12 words3431.9%-5.630.0141vctima, barrio, ataque, joven, arma, autoridades, vida, sicarios
11Challenges in Colombia's mining and energy sector2651.5%-1.000.0212energa, nio, fenmeno, fenmeno nio, energtica, gas, apagn, elctrico
12short English theme max 12 words2331.3%0.340.1542posesin, militar, guarnicin, guarnicin militar, espriella, congreso, abelardo, abelardo espriella
14Colombia seeks international rescue: new government admits severe fiscal crisis2011.1%1.430.0764restrepo, vicepresidente, manuel restrepo, vicepresidente electo, jos manuel, manuel, washington, electo
16Top 5 banks for online credit in Colombia1831.0%1.91-0.0082banco, financiera, crdito, inters, noticias, inteligencia, inteligencia artificial, artificial
15short English theme max 12 words1831.0%0.760.0851desfile, desfile militar, independencia, desfile julio, julio, bogot, avenida, militar
17short English theme max 12 words1691.0%-6.120.0361explosivos, ataque, tib, drones, atentado, aeropuerto, heridos, ejrcito
21Theme: corte suprema, suprema, corte, fiscala, caso, sexual, suprema justicia, indagatoria1650.9%-4.330.0071corte suprema, suprema, corte, fiscala, caso, sexual, suprema justicia, indagatoria
45cepeda, ivn cepeda, ivn, senador760.4%-3.770.1244cepeda, ivn cepeda, ivn, senador, desobediencia, desobediencia civil, espriella, civil
48Theme: ibagu, tolima, noticias tolima, tolima publicidad, publicidad, ibagu noticias, gobernadora, noticias740.4%0.090.0222ibagu, tolima, noticias tolima, tolima publicidad, publicidad, ibagu noticias, gobernadora, noticias
57Theme: tributaria, reforma tributaria, fiscal, reforma, billones, hacienda, vila, dficit600.3%-3.560.1076tributaria, reforma tributaria, fiscal, reforma, billones, hacienda, vila, dficit
59Colombia's president-elect to shut down peace office560.3%-1.770.1273colombias, presidentelect, president, election, outgoing, presidential, military, president gustavo
63Theme: reconstruccin, venezuela, venezolano, espriella, reconstruccin venezuela, electo colombia, terremotos, soberana530.3%-0.620.2632reconstruccin, venezuela, venezolano, espriella, reconstruccin venezuela, electo colombia, terremotos, soberana
80France Adopts Landmark Assisted Dying Law After Years Of Ethical, Political Debate430.2%-3.970.2102eutanasia, giraldo, catalina, catalina giraldo, suicidio, psicloga, asistido, trastorno

Cluster detail & representative articles

Cluster 0: short English theme max 12 words

n=648 · share 3.6% · mean tone -2.22 · silhouette 0.009 · bond score 1

Keywords: petro, gustavo, gustavo petro, presidente, espriella, abelardo, empalme, abelardo espriella

Representative articles

Cluster 1: short English theme max 12 words

n=635 · share 3.6% · mean tone -1.64 · silhouette 0.028 · bond score 1

Keywords: poltica, democracia, estado, poder, presidente, historia, sino, constitucin

Representative articles

Cluster 4: Short English theme max 12 words

n=542 · share 3.1% · mean tone 0.28 · silhouette 0.034 · bond score 4

Keywords: senado, congreso, centro democrtico, democrtico, deluque, henrquez, honorio, partido

Representative articles

Cluster 5: short English theme max 12 words

n=451 · share 2.5% · mean tone -0.20 · silhouette -0.002 · bond score 1

Keywords: july, world, market, latin, international, free, across, american

Representative articles

Cluster 6: short English theme max 12 words

n=431 · share 2.4% · mean tone 0.11 · silhouette 0.008 · bond score 1

Keywords: espriella, abelardo, abelardo espriella, electo, presidente electo, ministros, presidente, gabinete

Representative articles

Cluster 9: Short English theme max 12 words

n=359 · share 2.0% · mean tone -2.01 · silhouette 0.023 · bond score 1

Keywords: venezuela, terremotos, terremoto, guaira, humanitaria, junio, rodrguez, ayuda

Representative articles

Cluster 10: short English theme max 12 words

n=343 · share 1.9% · mean tone -5.63 · silhouette 0.014 · bond score 1

Keywords: vctima, barrio, ataque, joven, arma, autoridades, vida, sicarios

Representative articles

Cluster 11: Challenges in Colombia's mining and energy sector

n=265 · share 1.5% · mean tone -1.00 · silhouette 0.021 · bond score 2

Keywords: energa, nio, fenmeno, fenmeno nio, energtica, gas, apagn, elctrico

Representative articles

Cluster 12: short English theme max 12 words

n=233 · share 1.3% · mean tone 0.34 · silhouette 0.154 · bond score 2

Keywords: posesin, militar, guarnicin, guarnicin militar, espriella, congreso, abelardo, abelardo espriella

Representative articles

Cluster 14: Colombia seeks international rescue: new government admits severe fiscal crisis

n=201 · share 1.1% · mean tone 1.43 · silhouette 0.076 · bond score 4

Keywords: restrepo, vicepresidente, manuel restrepo, vicepresidente electo, jos manuel, manuel, washington, electo

Representative articles

Cluster 16: Top 5 banks for online credit in Colombia

n=183 · share 1.0% · mean tone 1.91 · silhouette -0.008 · bond score 2

Keywords: banco, financiera, crdito, inters, noticias, inteligencia, inteligencia artificial, artificial

Representative articles

Cluster 15: short English theme max 12 words

n=183 · share 1.0% · mean tone 0.76 · silhouette 0.085 · bond score 1

Keywords: desfile, desfile militar, independencia, desfile julio, julio, bogot, avenida, militar

Representative articles

Cluster 17: short English theme max 12 words

n=169 · share 1.0% · mean tone -6.12 · silhouette 0.036 · bond score 1

Keywords: explosivos, ataque, tib, drones, atentado, aeropuerto, heridos, ejrcito

Representative articles

Cluster 21: Theme: corte suprema, suprema, corte, fiscala, caso, sexual, suprema justicia, indagatoria

n=165 · share 0.9% · mean tone -4.33 · silhouette 0.007 · bond score 1

Keywords: corte suprema, suprema, corte, fiscala, caso, sexual, suprema justicia, indagatoria

Representative articles

Cluster 45: cepeda, ivn cepeda, ivn, senador

n=76 · share 0.4% · mean tone -3.77 · silhouette 0.124 · bond score 4

Keywords: cepeda, ivn cepeda, ivn, senador, desobediencia, desobediencia civil, espriella, civil

Representative articles

Cluster 48: Theme: ibagu, tolima, noticias tolima, tolima publicidad, publicidad, ibagu noticias, gobernadora, noticias

n=74 · share 0.4% · mean tone 0.09 · silhouette 0.022 · bond score 2

Keywords: ibagu, tolima, noticias tolima, tolima publicidad, publicidad, ibagu noticias, gobernadora, noticias

Representative articles

Cluster 57: Theme: tributaria, reforma tributaria, fiscal, reforma, billones, hacienda, vila, dficit

n=60 · share 0.3% · mean tone -3.56 · silhouette 0.107 · bond score 6

Keywords: tributaria, reforma tributaria, fiscal, reforma, billones, hacienda, vila, dficit

Representative articles

Cluster 59: Colombia's president-elect to shut down peace office

n=56 · share 0.3% · mean tone -1.77 · silhouette 0.127 · bond score 3

Keywords: colombias, presidentelect, president, election, outgoing, presidential, military, president gustavo

Representative articles

Cluster 63: Theme: reconstruccin, venezuela, venezolano, espriella, reconstruccin venezuela, electo colombia, terremotos, soberana

n=53 · share 0.3% · mean tone -0.62 · silhouette 0.263 · bond score 2

Keywords: reconstruccin, venezuela, venezolano, espriella, reconstruccin venezuela, electo colombia, terremotos, soberana

Representative articles

Cluster 80: France Adopts Landmark Assisted Dying Law After Years Of Ethical, Political Debate

n=43 · share 0.2% · mean tone -3.97 · silhouette 0.210 · bond score 2

Keywords: eutanasia, giraldo, catalina, catalina giraldo, suicidio, psicloga, asistido, trastorno

Representative articles